DrivingResearch.

mental model of traffic

Mental model of traffic: the driver's internal, schema-based representation of how the traffic system works — typical flow, road rules, and expectations about what other road users will normally do in a given configuration. The durable internalized MODEL and its expectations, distinct from anticipation (the moment-to-moment act of predicting a specific upcoming event from the current scene), hazard_perception (recognizing an actual developing threat), and gap_acceptance (a discrete go/no-go decision rather than a representation).

459 paper(s) · ranked by relevance to this topic

  1. Inner models as a basis for traffic behaviour ↗ · 1993 · Keskinen, Esko et al. · indexed
  2. Driver’s Mental Model of Vehicle Automation ↗ · 2020 · Seppelt, Bobbie et al. · indexed
  3. A generic multi-scale framework for microscopic traffic simulation part II – Anticipation Reliance as compensation mechanism for potential task overload · 2020 · Calvert, Simeon C. et al. · archived
  4. Modelling level 1 situation awareness in driving: A cognitive architecture approach · 2024 · Rehman, Umair et al. · archived
  5. Driver expectancy in highway design and traffic operations · 1986 · Alexander, Gerson J. et al. · archived
  6. Towards a social psychology-based microscopic model of driver behavior and decision-making : modifying Lewin's field theory · 2014 · Berthaume, Andrew Leo et al. · archived
  7. Volume 1: Urban Driver Mental Frameworks and Implications · 2023 · Eluru, Naveen et al. · archived
  8. Driver’s Mental Models of Advanced Vehicle Technologies: A Proposed Framework for Identifying and Predicting Operator Errors · 2021 · Pradhan, Anuj K. et al. · archived
  9. A hierarchical risk model for traffic participants ↗ · 1988 · Van Der Molen, H H et al. · indexed
  10. Drivers with limited perception: model and application to traffic simulation · 2014 · Ketenci, Utku et al. · archived
  11. The Impact of Driver’s Mental Models of Advanced Vehicle Technologies on Safety and Performance · 2020 · AAA Foundation for Traffic Safety · archived
  12. Mental model evolvement during drivers' first experience with conditionally automated driving systems in real-world traffic ↗ · 2026 · Schwindt-Drews, Sarah et al. · indexed
  13. A generic multi-level framework for microscopic traffic simulation—Theory and an example case in modelling driver distraction · 2018 · Lint, Hans van et al. · archived
  14. A cognitive process approach to modeling gap acceptance in overtaking · 2023 · Mohammad, Samir H.A. et al. · archived
  15. Should I Stay or Should I Go? Cognitive Modeling of Left-Turn Gap Acceptance Decisions in Human Drivers · 2022 · Zgonnikov, Arkady et al. · archived
  16. A merging interaction model explains human drivers' behaviour from input signals to decisions · 2023 · Abbink, David A. · archived
  17. Modeling Drivers’ Lateral Motion Control · 2015 · Ni, Daiheng · archived
  18. Mapping drivers’ mental models of adaptive cruise control to performance ↗ · 2021 · Gaspar, John et al. · indexed
  19. Multi-vehicle anticipation-based driver behavior models: a synthesis of existing research and future research directions ↗ · 2024 · Nirmale, Sangram et al. · indexed
  20. Advanced vehicle technology: Mapping mental model accuracy and system exposure to driver behavior ↗ · 2021 · Benson, Aaron et al. · indexed
  21. Prevention of road accidents in non-expert drivers: Theory of Mind and driving style · 2024 · Nori, Raffaella et al. · archived
  22. CH-LSTTM: A Taxonomy of Traffic Hazards · 2024 · Yan, Song et al. · archived
  23. Description of the Integrated Driver Model · 1995 · Levinson, William H. et al. · archived
  24. SURVIVAL OF DEVIANCE. A MODEL FOR DRIVER BEHAVIOUR. FINAL REPORT ↗ · 2003 · Vaa, T · indexed
  25. A behavioral multi-agent model for road traffic simulation · 2008 · Doniec, Arnaud et al. · archived
  26. Driver’s Anticipation and Memory Driving Car-Following Model ↗ · 2020 · Jafaripournimchahi, Ammar et al. · indexed
  27. Modeling Driver Behavior as Sequential Risk-Taking Task ↗ · 2008 · Hamdar, Samer H. et al. · indexed
  28. Toward an Integrated Model of Driver Behavior in Cognitive Architecture ↗ · 2001 · Salvucci, Dario D. et al. · indexed
  29. Understanding driver performance variability and perception of risk : driver hazard perception research plan · 1998 · Lerner, N. et al. · archived
  30. Automation Confusion: Mental Models for Safe Vehicle Adoption ↗ · 2023 · Biondi, FN · indexed
  31. A model of dyadic merging interactions explains human drivers’ behavior from control inputs to decisions · 2024 · Abbink, David A. · archived
  32. Modeling Driver Characteristics - Driver Behavior in Traffic : [fact sheet] · 2010 · NHTSA · archived
  33. Delays, inaccuracies and anticipation in microscopic traffic models · 2005 · Treiber, Martin et al. · archived
  34. Driver behavior in traffic. · 2012 · Abbas, Montasir et al. · archived
  35. A Mental Model Perspective of a Driver Workload System ↗ · 2010 · Curry, Reates et al. · indexed
  36. Modeling and Prediction of Human Driver Behavior: A Survey. · 2020 · Brown, Kyle et al. · archived
  37. Understanding Driver Cognition and Decision-Making Behaviors in High-Risk Scenarios: A Drift Diffusion Perspective · 2025 · Huang, Heye et al. · archived
  38. Change in Mental Models of ADAS in Relation to Quantity and Quality of Exposure · 2023 · AAA Foundation for Traffic Safety · archived
  39. Change in Mental Models of ADAS in Relation to Quantity and Quality of Exposure · 2023 · Pradhan, Anuj K. et al. · archived
  40. Traffic psychology theories: Towards understanding driving behaviour and safety efforts ↗ · 2005 · Summala, Heikki · indexed
  41. Investigation of Driver Adaptations in a Mixed Traffic Environment · 2024 · Kondyli, Alexandra et al. · archived
  42. Integrated Deployment Architecture for Predictive Real-Time Traffic Routing Incorporating Human Factors Considerations · 2014 · Song, Dongyoon et al. · archived
  43. Initial development of prototype performance model for highway design · 1997 · Levinson, William H. · archived
  44. An Examination of How Longer-Term Exposure and User Experiences Affect Drivers’ Mental Models of ADAS Technology · 2022 · AAA Foundation for Traffic Safety · archived
  45. Control Theoretic Models of Human Drivers in Car Following ↗ · 1977 · Bekey, George A. et al. · indexed
  46. Longer-term exposure vs training: Their effect on drivers' mental models of ADAS technology ↗ · 2022 · Carney, Cher et al. · indexed
  47. Using an Integrated Cognitive Architecture to Model the Effect of Environmental Complexity on Drivers’ Situation Awareness ↗ · 2019 · Rehman, Umair et al. · indexed
  48. Human-like driving behaviour emerges from a risk-based driver model · 2020 · Kolekar, Sarvesh et al. · archived
  49. HIERARCHICAL MODEL OF BEHAVIOURAL ADAPTATION AND TRAFFIC ACCIDENTS ↗ · 1997 · Summala, Heikki · indexed
  50. Explaining human interactions on the road by large-scale integration of computational psychological theory · 2023 · Markkula, Gustav et al. · archived
  51. The “field of safe travel” revisited: interpreting driving behaviour performance through a holistic approach ↗ · 2017 · Papakostopoulos, Vassilis et al. · indexed
  52. Situated and sequential planning and prediction of human driving behavior as decision making support system · 2024 · Bejaoui, Abderahman et al. · archived
  53. Identification of Countermeasures for Unsafe Driving Actions. Volume 2, a Review of Selected Literature · 1981 · Marks, M. E. (Mary E.) et al. · archived
  54. A FUZZY LOGIC MODEL OF FREEWAY DRIVER BEHAVIOR ↗ · 1999 · Das, Sanhita · indexed
  55. Development of Prototype Driver Models for Highway Design: Research Update · 1999 · NHTSA · archived
  56. Social Interaction Patterns in Driver Behavior: An Introductory Review ↗ · 1976 · Wilde, Gerald J.S. · indexed
  57. Enhancing Automated Vehicle Safety Through Testing with Realistic Driver Models · 2023 · Garcia, Alfredo et al. · archived
  58. Decision-Theoretic Reasoning for Traffic Monitoring and Vehicle Control · 1995 · Wellman, Michael P. et al. · archived
  59. Should I stay or should I go? Evidence accumulation drives decision making in human drivers · 2020 · Abbink, David A. · archived
  60. Modeling Motorway Driving Behavior ↗ · 1999 · Hogema, Jeroen H. · indexed
  61. Identifying Mental Frameworks Underlying Driver Behavior in Urban Contexts [Summary] · 2024 · Carver, DeWayne et al. · archived
  62. Computational Driver Model in Transport Engineering: COSMODRIVE ↗ · 1996 · Tattegrain-Veste, Hέlène et al. · indexed
  63. Traffic Flow Theory - A State-of-the-Art Report: Revised Monograph on Traffic Flow Theory · 2002 · Gartner, Nathan H. et al. · archived
  64. The Expert Locomotive Engineer’s Mental Model · 2021 · NHTSA · archived
  65. Modeling driver behavior under extreme conditions ↗ · 2005 · Hamdar, Samer H. et al. · indexed
  66. Modelling the effects of stress on gap-acceptance decisions combining data from driving simulator and physiological sensors · 2018 · Paschalidis, Evangelos et al. · archived
  67. An empirical assessment of driver motivation and emotional states in perceived safety margins under varied driving conditions · 2012 · Zhang, Yu et al. · archived
  68. Modeling driver control behavior in both routine and near-accident driving · 2014 · Markkula, Gustav · archived
  69. Risk Representation, Perception, and Propensity in an Integrated Human Lane-Change Decision Model ↗ · 2022 · Jiang, Longsheng et al. · indexed
  70. Expecting the Unexpected: A Study of Interactive Driving Behaviour at Intersections ↗ · 2008 · Houtenbos, M · indexed
  71. Exploring hazard anticipation and stress while driving in light of defensive behavior theory · 2023 · Kerautret, Laora et al. · archived
  72. Driver Models for Both Human and Autonomous Vehicles · 2018 · Kurt, Arda et al. · archived
  73. Testing models of driver behaviour ↗ · 2012 · Lewis-Evans, Ben · indexed
  74. Improved driver modeling for human-in-the-loop vehicular control · 2015 · Driggs-Campbell, Katherine et al. · archived
  75. Effects of Cognitive Load and Anticipation on Driver Responses to a Critical Traffic Event ↗ · 2018 · Engström, Johan et al. · indexed
  76. Assessing Drivers' Situation Awareness in Semi-Autonomous Vehicles: ASP based Characterisations of Driving Dynamics for Modelling Scene Interpretation and Projection · 2023 · Suchan, Jakob et al. · archived
  77. A Taxonomy and Review of Algorithms for Modeling and Predicting Human Driver Behavior · 2025 · Bhattacharyya, Raunak et al. · archived
  78. Processing of complex traffic scenes for effective steering and collision avoidance: a perspective, from research on locomotion · 2024 · Wann, John P. · archived
  79. Driver’s Mental Models of Advanced Vehicle Technologies: A Proposed Framework for Identifying and Predicting Operator Errors · 2021 · AAA Foundation for Traffic Safety et al. · archived
  80. Driver-Pedestrian Perceptual Models Demonstrate Coupling: Implications for Vehicle Automation ↗ · 2022 · Domeyer, Joshua E. et al. · indexed
  81. ARCHISIM: a behavioural multi-actors traffic simulation model for the study of a traffic system including ITS aspects ↗ · 2007 · Auberlet, Jean‐Michel et al. · indexed
  82. An Active Inference Model of Car Following: Advantages and Applications · 2023 · Wei, Ran et al. · archived
  83. 5. Probabilistic driver modeling ↗ · 2017 · Driggs-Campbell, Katherine et al. · indexed
  84. Comparing and validating models of driver steering behaviour in collision avoidance and vehicle stabilisation · 2014 · Markkula, G. et al. · archived
  85. Models of human decision-making as tools for estimating and optimising impacts of vehicle automation · 2017 · Markkula, Gustav et al. · archived
  86. Assessing Drivers' Mental Model Of Advanced Driver Assistance Systems Using Signal Detection Theory · 2023 · Huang, Chunxi et al. · archived
  87. Learning Driver Behavior Models from Traffic Observations for Decision Making and Planning ↗ · 2015 · Gindele, Tobias et al. · indexed
  88. Exploring Factors Related to Drivers' Mental Model of and Trust in Advanced Driver Assistance System · 2024 · Huang, Chunxi et al. · archived
  89. Social cognition and driving: Theory of mind is associated with drivers' hazard perception ↗ · 2025 · Goodhew, Stephanie C. et al. · indexed
  90. Microscopic Traffic Modeling Inside Intersections: Interactions Between Drivers ↗ · 2022 · Zhao, Jing et al. · indexed
  91. Modelling communication-enabled traffic interactions · 2023 · Siebinga, Olger et al. · archived
  92. Development of Gap Acceptance Fuzzy Models Using Data from Driving Simulator Experiments ↗ · 2011 · Rossi, Riccardo et al. · indexed
  93. VALIDATION OF AN ATTENTION-BASED MODEL OF DRIVER PERFORMANCE IN REAR- END COLLISION SITUATIONS ↗ · 2001 · Brown, Timothy L. et al. · indexed
  94. Change in Mental Models of ADAS in Relation to Quantity and Quality of Exposure [Fact Sheet] · 2023 · NHTSA · archived
  95. The Impact of Expectations about Automated and Manual Vehicles on Drivers’ Behavior: Insights from a Mixed Traffic Driving Simulator Study ↗ · 2022 · Miller, Linda et al. · indexed
  96. Validating human driver models for interaction-aware automated vehicle controllers: A human factors approach. · 2021 · Abbink, David A. · archived
  97. Analysis of microscopic behavior models for probabilistic modeling of driver behavior ↗ · 2016 · Wheeler, Tim A. et al. · indexed
  98. A Vehicle Guidance Model with a Close-to-Reality Driver Model and Different Levels of Vehicle Automation · 2021 · Ma, Xiaoyi et al. · archived
  99. Cognitive Attention Models for Driver Engagement in Intelligent and Semi-autonomous Vehicles · 2018 · Lee, John D. et al. · archived
  100. Trends of Transportation Simulation and Modeling Based on a Selection of Exploratory Advanced Research Projects: Workshop Summary Report · 2012 · Yang, C. Y. David et al. · archived
  101. Identifying Modes of Intent from Driver Behaviors in Dynamic Environments · 2015 · Driggs-Campbell, Katherine et al. · archived
  102. A Generic Road Traffic Simulation Model ↗ · 2002 · Hadouaj, Sameh et al. · indexed
  103. Active inference as a model of collision avoidance behavior in human drivers. · 2026 · Schumann, JF et al. · archived
  104. MODELING OF THE GAP ACCEPTANCE BEHAVIOR AT A MERGING SECTION OF URBAN FREEWAY ↗ · 2008 · Hwang, Sun Yon et al. · indexed
  105. Experimenting With an Efficient Driver Behavior Dynamical Model Applicable to Simulated Lane Changing Tasks · 2024 · Jirgl, Miroslav et al. · archived
  106. Intelligent Mobility for Smart Cities: Driver Behaviour Models for Assessment of Sustainable Transport ↗ · 2014 · Dia, Hussein et al. · indexed
  107. Great expectations: a predictive processing account of automobile driving · 2017 · Engström, Johan et al. · archived
  108. Modeling and Analysis of Microscopic Risk Avoidance Behavior of Homogeneous Driver Groups Under Risk Scenarios ↗ · 2024 · Zheng, Lili et al. · indexed
  109. Modeling driver-vehicle interaction in automated driving Modellierung der Fahrer-Fahrzeug-Interaktion beim automatisierten Fahren · 2022 · Nobari, Khazar Dargahi et al. · archived
  110. Subtle motion cues by automated vehicles can nudge human drivers’ decisions: Empirical evidence and computational cognitive model · 2023 · Abbink, David A. · archived
  111. Toward More Realistic Driving Behavior Models for Autonomous Vehicles in Driving Simulators ↗ · 2003 · Al-Shihabi, Talal et al. · indexed
  112. The effect of motion and signalling on drivers’ ability to predict intentions of other road users · 2016 · Lee, Yee Mun et al. · archived
  113. Modeling the Dynamics of Driver’s Dilemma Zone Perception Using Machine Learning Methods for Safer Intersection Control · 2014 · Abbas, Montasir et al. · archived
  114. Modelling cognitive processes of experienced air traffic controllers ↗ · 1999 · Niessen, Cornelia et al. · indexed
  115. Nudging human drivers via implicit communication by automated vehicles: Empirical evidence and computational cognitive modeling · 2024 · Abbink, David A. · archived
  116. Predicting driver behaviour at intersections based on driver gaze and traffic light recognition ↗ · 2020 · Rahman, Md. Junaedur et al. · indexed
  117. Making driver modeling attractive ↗ · 2005 · Pellecchia, A. et al. · indexed
  118. PSYCHOLOGY AND THE HIGHWAY ENGINEER ↗ · 2002 · Fuller, Joanne M. · indexed
  119. Psychological constructs in driving automation: a consensus model and critical comment on construct proliferation ↗ · 2015 · Heikoop, Daniël D. et al. · indexed
  120. ERGONOMICS OF THE DRIVER'S INTERFACE WITH THE ROAD ENVIRONMENT: THE CONTRIBUTION OF PSYCHOLOGICAL RESEARCH ↗ · 2002 · Saad, Fathinul Syahir Ahmad · indexed
  121. Scene-aware driver state understanding in car-following behaviors ↗ · 2017 · Xu, Donghao et al. · indexed
  122. Modeling and adaptation of stochastic driver-behavior model with application to car following ↗ · 2011 · Angkititrakul, Pongtep et al. · indexed
  123. Design and Implementation of Control-Theory-Based Microscopic Traffic Flow Model ↗ · 2002 · Shi, Huajing et al. · indexed
  124. Study on Decision Mechanism of Driving Behavior Based on Decision Tree ↗ · 2008 · Yang, Xinyue · indexed
  125. A conceptualization of driving behaviour as threat avoidance ↗ · 1984 · Fuller, Ray W. · indexed
  126. A Study on the Relationships between Unsafe Driving Behaviors and Driver’s Inner Factors When Entering a Non-signalized Intersection ↗ · 2008 · Takemoto, Masanori et al. · indexed
  127. Cellular automata models of road traffic · 2005 · Maerivoet, Sven et al. · archived
  128. SITUATION AWARENESS: WHAT IT IS AND WHY IT MATTERS FOR ITS ↗ · 1999 · Harbluk, Joanne L. et al. · indexed
  129. Tactical driver behavior prediction and intent inference: A review ↗ · 2011 · Doshi, Anup et al. · indexed
  130. The Effects of Inaccurate Traffic Information on Driver Behavior and Acceptance of an Advanced In-Vehicle Traveler Information System · 1998 · Hanowski, RJ et al. · archived
  131. Agent-Based Modeling and Simulation in the Dilemma Zone · 2015 · Kim, Sojung et al. · archived
  132. Traffic Signal Control EnhancementsUnder Vehicle InfrastructureIntegration Systems ↗ · 2011 · Rakha, Hesham et al. · indexed
  133. Exploring Driver Responses to Unexpected and Expected Events Using Probabilistic Topic Models · 2017 · Venkatraman, Vindhya et al. · archived
  134. Modeling Microscopic Freeway Traffic Using Cusp Catastrophe Theory ↗ · 2014 · Papacharalampous, Alexandros E. et al. · indexed
  135. Driver model for the analysis of pre-accident situations ↗ · 2009 · Jurecki, R. et al. · indexed
  136. A COMPREHENSIVE MICROSCOPIC AUTONOMOUS DRIVER MODEL FOR USE IN HIGH- FIDELITY DRIVING SIMULATION ENVIRONMENTS ↗ · 2001 · Papelis, Yiannis et al. · indexed
  137. Matching Traffic Safety Strategies to Youth Characteristics: A Literature Review of Cognitive Development · 1998 · Eby, David W et al. · archived
  138. Mechanical Restriction versus Human Overreaction Triggering Congested Traffic States · 2004 · Lee, Hyun Keun et al. · archived
  139. Aware of Scene Vehicles—Probabilistic Modeling of Car-Following Behaviors in Real-World Traffic ↗ · 2019 · Xu, Donghao et al. · indexed
  140. A formal model of human driving behavior in vehicular networks ↗ · 2014 · Bouhoute, Afaf et al. · indexed
  141. Traffic Accident Human Error Quantification Considering “Yes-No” Type and “Unknown” Type Danger ↗ · 2005 · Kumamato, Hiromitsu et al. · indexed
  142. Human Decision-Making in High-Risk Driving Scenarios: A Cognitive Modeling Perspective ↗ · 2024 · Li, Zheng et al. · indexed
  143. Comparative Analysis of Random Utility Models and Fuzzy Logic Models for Representing Gap-Acceptance Behavior Using Data from Driving Simulator Experiments ↗ · 2012 · Rossi, Riccardo et al. · indexed
  144. Alternative Definitions of Passing Critical Gaps · 2011 · Toledo, Tomer et al. · archived
  145. A holistic approach for modeling and verification of human driver behavior ↗ · 2015 · Bouhoute, Afaf et al. · indexed
  146. Modeling Driver Responses to Automation Failures With Active Inference ↗ · 2022 · Wei, Ran et al. · indexed
  147. Microscopic Analysis of Traffic Flow in Inclement Weather · 2009 · Rakha, Hesham et al. · archived
  148. A kinetic model for traffic flow with continuum implications ↗ · 1979 · Phillips, W. F. · indexed
  149. A Review of Near-Collision Driver Behavior Models · 2012 · Markkula, Gustav et al. · archived
  150. Trade-offs in traffic: does being mainly a car driver or a cyclist affect adaptive behaviour while driving and cycling? · 2020 · Nygårdhs, Sara et al. · archived
  151. External and internal risk of the user in road safety and the necessity for a control process ↗ · 2011 · Colonna, Pasquale et al. · indexed
  152. Influence of Reaction Times and Anticipation on Stability of Vehicular Traffic Flow ↗ · 2007 · Treiber, Martin et al. · indexed
  153. The Driving Safety Field Based on Driver–Vehicle–Road Interactions ↗ · 2015 · Wang, Jianqiang et al. · indexed
  154. Modeling the decision-making in human driver overtaking · 2020 · Stefansson, Elis et al. · archived
  155. Intelligent Modeling of Human Driver: A Survey ↗ · 2007 · Delice, İsmail İlker et al. · indexed
  156. A Pilot Study Verifying How the Curve Information Impacts on the Driver Performance with Cognition Model ↗ · 2013 · Zhao, Xiaohua et al. · indexed
  157. Development of a nanoscopic traffic simulation tool ↗ · 2009 · Koskinen, Kari et al. · indexed
  158. Interdriver Differences in Car-Following: A Vehicle Trajectory-Based Study ↗ · 2006 · Ossen, Saskia et al. · indexed
  159. Optical Information for Car Following: The Driving by Visual Angle (DVA) Model ↗ · 2007 · Andersen, George J. et al. · indexed
  160. A Human Factors Approach to Validating Driver Models for Interaction-aware Automated Vehicles · 2022 · Siebinga, Olger et al. · archived
  161. Human Merging Behavior in a Coupled Driving Simulator: How Do We Resolve Conflicts? · 2024 · Siebinga, Olger et al. · archived
  162. Field Deployment to Quantify the Value of Real-Time Information by Integrating Driver Routing Decisions and Route Assignment Strategies · 2014 · Song, Dongyoon et al. · archived
  163. Does familiarity breed competence or contempt? Effects of driver experience, road type and familiarity on hazard perception ↗ · 2019 · Beanland, Vanessa et al. · indexed
  164. Driver Expectations When Navigating Complex Interchanges · 2013 · Richard, Christian M. et al. · archived
  165. Agent-Based Game Theory Modeling for Driverless Vehicles at Intersections · 2013 · Rakha, Hesham A. et al. · archived
  166. Learning in Mixed Traffic: Drivers’ Adaptation to Ambiguous Communication Depending on Their Expectations toward Automated and Manual Vehicles ↗ · 2023 · Miller, Linda et al. · indexed
  167. Simulation of adaptive agents ↗ · 2002 · Klügl, Franziska et al. · indexed
  168. Identification of human driver models in car following ↗ · 1974 · Burnham, G. et al. · indexed
  169. A Driver Behavior Recognition Method Based on a Driver Model Framework ↗ · 2000 · Kuge, Nobuyuki et al. · indexed
  170. Review of driver behaviour modelling for highway on‐ramp merging ↗ · 2024 · Kherroubi, Zine el abidine et al. · indexed
  171. A Perceptually Inspired Driver Model for Speed Control in Curves · 2018 · Abbink, David A. · archived
  172. Traffic jams: dynamics and control ↗ · 2010 · Orosz, Gábor et al. · indexed
  173. Deterministic microscopic three-phase traffic flow models · 2006 · Kerner, Boris S. et al. · archived
  174. Knowledge, Attitudes, and Practice of Drivers Towards Traffic Rules and Regulations in Multan, Pakistan · 2018 · Riaz, İshrat et al. · archived
  175. A Two-Level Model of Driver Steering Behavior ↗ · 1978 · Donges, Edmund · indexed
  176. Modeling Intradriver Steering Variability Based on Sensorimotor Control Theories ↗ · 2018 · Abbink, David A. · indexed
  177. Integrating Intuitive Driver Models in Autonomous Planning for Interactive Maneuvers ↗ · 2017 · Driggs-Campbell, Katherine et al. · indexed
  178. Comparing datasets for generalizing models of driver intent in dynamic environments ↗ · 2016 · Driggs-Campbell, Katherine et al. · indexed
  179. Modeling Integrated Lane-Changing Behavior ↗ · 2003 · Toledo, Tomer et al. · indexed
  180. From Driving Simulator Experiments to Field-Traffic Application: Improving the Transferability of Car-Following Models · 2021 · Paschalidis, Evangelos et al. · archived
  181. Steering a Driving Simulator Using the Queueing Network-Model Human Processor (QN-MHP) · 2003 · Tsimhoni, Omer et al. · archived
  182. Steering control using model predictive control and multiple internal models ↗ · 2006 · Keen, SD et al. · indexed
  183. Graphical models for driver behavior recognition in a SmartCar ↗ · 2002 · Oliver, N. et al. · indexed
  184. Risk Generation and Identification of Driver–Vehicle–Road Microtraffic System ↗ · 2022 · Huang, Heye et al. · indexed
  185. Towards a Human-Centred Cognitive Model of Visuospatial Complexity in Everyday Driving · 2020 · Suchan, Jakob · archived
  186. Models of Driving: Simulator Assessment of Adaptive Cruise Control Conceptual Understanding · 2018 · DeVane, Benjamin et al. · archived
  187. Characterisation of mental models in a virtual reality-based multitasking scenario using measures of situation awareness ↗ · 2009 · Zhang, Tao et al. · indexed
  188. Study of psychological aspects of the safety culture of motorcyclists' behaviors in Indonesia's urban road traffic: Construction of road users' belief systems ↗ · 2025 · Andrijanto et al. · indexed
  189. Machine Learning Models of Erroneous Driver Actions at Novel Interchange Configurations ↗ · 2022 · Liu, Yunmei et al. · indexed
  190. Driver Decision Making in Response to Alternate Routes · 2011 · NHTSA · archived
  191. Statistical physics of traffic flow · 2000 · Schadschneider, Andreas · archived
  192. What Do Autonomous Vehicles Mean to Traffic Congestion and Crash? Network Traffic Flow Modeling and Simulation for Autonomous Vehicles · 2016 · Qian, Sean et al. · archived
  193. Defining interactions: a conceptual framework for understanding interactive behaviour in human and automated road traffic ↗ · 2020 · Markkula, G. et al. · indexed
  194. Investigating the intra-driver heterogeneity in car following behaviour based on large-scale naturalistic driving study ↗ · 2023 · Rao, Hongyu et al. · indexed
  195. Modelling lane changing behaviour in approaches to roadworks: Contrasting and combining driving simulator data with stated choice data · 2020 · Hess, Stephane et al. · archived
  196. Driver Model Using Fuzzy Logic for Virtual Validation · 2024 · Lombera, Daniel Cisneros et al. · archived
  197. A microscopic model of urban traffic for implementation in driving simulators ↗ · 2006 · Maroto, J. et al. · indexed
  198. Vehicle-based modelling of traffic . Theory and application to environmental impact modelling ↗ · 2004 · Eissfeldt, N. · indexed
  199. Human Merging Behavior in a Coupled Driving Simulator: How Do We Resolve Conflicts? · 2024 · Abbink, David A. · archived
  200. Intelligent control design of anticipation and relaxation behavior in real traffic flow ↗ · 2014 · Ghaffari, Ali et al. · indexed
  201. Microscopic Analysis of Traffic Flow in Inclement Weather: Part 2 · 2010 · Rakha, Hesham et al. · archived
  202. A Neural-Fuzzy Framework for Modeling Car-following Behavior ↗ · 2006 · Ma, Xiaoliang · indexed
  203. A macroscopic traffic model based on relaxation time ↗ · 2022 · Khan, Zawar Hussain et al. · indexed
  204. Still Flowing: Approaches to Traffic Flow and Traffic Jam Modeling ↗ · 2003 · Nagel, Kai et al. · indexed
  205. Information-based network control strategies consistent with estimated driver behavior · 2008 · Paz, Alexander et al. · archived
  206. ROUTE CHOICE BEHAVIOR MODEL BASED ON BOUNDED RATIONALITY ↗ · 2002 · Hiraoka, Toshihiro et al. · indexed
  207. An introduction to microsimulation ↗ · 1998 · Druitt, S · indexed
  208. Demand Simulation for Dynamic Traffic Assignment · 1997 · Antoniou, Constantinos et al. · archived
  209. Integrated-Hybrid Framework for Connected and Autonomous Vehicles Microscopic Traffic Flow Modelling ↗ · 2022 · Jafaripournimchahi, Ammar et al. · indexed
  210. Characterising driver heterogeneity within stochastic traffic simulation ↗ · 2023 · Makridis, Michail A. et al. · indexed
  211. Means of Obtaining Mamdani Fuzzy Model of Car Driver’s Dynamics · 2022 · Mihálik, Ondrej et al. · archived
  212. A Primer for Agent-Based Simulation and Modeling in Transportation Applications · 2013 · Zheng, Hong et al. · archived
  213. Establishing Style-Oriented Driver Models by Imitating Human Driving Behaviors ↗ · 2015 · Xu, Li et al. · indexed
  214. An evaluation of 3-D traffic simulation modeling capabilities · 2007 · Boxill, Sharon Adams · archived
  215. MICROSCOPIC MODELING OF TRAFFIC FLOW: INVESTIGATION OF COLLISION FREE VEHICLE DYNAMICS. ↗ · 1998 · Krauß, S. · indexed
  216. CORSIM - CORRIDOR TRAFFIC SIMULATION MODEL ↗ · 1997 · Halati, A et al. · indexed
  217. Network models in traffic management and control ↗ · 1983 · Allsop, Richard E. · indexed
  218. Incident indicators for freeway traffic flow models ↗ · 2022 · Dabiri, Azita et al. · indexed
  219. Imitating driver behavior with generative adversarial networks · 2017 · Kuefler, Alex et al. · archived
  220. Macroscopic Traffic Dynamics with Heterogeneous Route Patterns ↗ · 2015 · Leclercq, Ludovic et al. · indexed
  221. SAPPORO, TOWARDS AN INTELLIGENT INTEGRATED TRAFFIC MANAGEMENT SYSTEM ↗ · 1992 · Wild, Bernd · indexed
  222. Are current microscopic traffic models capable of generating jerk profile consistent with real world observations? ↗ · 2023 · Qi, Hongsheng · indexed
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